Use when finalizing market research report appendix C (参考文献清单) before delivery; Use when verifying evidence/ folder PMID coverage matches the report's reference list; Use when generating 附录 C / Appendix C from a populated evidence/ directory; Use when reviewing a delivered report for PMID 漏列 / 幻觉 / 等级缺失. Trigger keywords: 市场调研报告交付前 / 附录 C 生成 / 参考文献清单 / evidence 同步 / PMID 双向校验 / 文献附录核对. Library-agnostic — works for hematology IFI, respiratory ICU 真菌, oncology, cardiology, ICU sepsis, any evidence-driven medical/pharmaceutical market research report where evidence/.md and 报告附录 C must stay bidirectionally synchronized. Inherits L0 market-sizing-mece-foundation §evidence-driven pattern. v1.1 (2026-04-25):基于血液科 v2.5.2 复盘,新增 Iron Law 5(每条 PMID 必含 5 项元数据, 零裸数字)与 Iron Law 6(PMID 主题相关性核查,防关键词污染),配套 SOP Step 6/7/8 与失败模式 9/10。 v1.2 (2026-04-25):基于血液科 v2.5.3 复盘,新增 Iron Law 7(evidence/ 内部标注 vs PubMed 真实文献冲突时,信 PubMed 删 evidence/ 错误,禁止"保留 + 警告"妥协), 确立数据源信任优先级链(PubMed > 期刊官网 > NMPA > evidence 笔记 > LLM 推断), 配套 SOP Step 9(PMID 内外冲突核查)与失败模式 11(zombie warnings)。 PMID source of truth: pubmed-eutils.efetchabstracts() cache; do NOT use pubmed-search (Valyu, deprecated).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryScience & researchStars0
About this skill
Use when finalizing market research report appendix C (参考文献清单) before delivery; Use when verifying evidence/ folder PMID coverage matches the report's reference list; Use when generating 附录 C / Appendix C from a populated evidence/ directory; Use when reviewing a delivered report for PMID 漏列 / 幻觉 / 等级缺失. Trigger keywords: 市场调研报告交付前 / 附录 C 生成 / 参考文献清单 / evidence 同步 / PMID 双向校验 / 文献附录核对. Library-agnostic — works for hematology IFI, respiratory ICU 真菌, oncology, cardiology, ICU sepsis, any evidence-driven medical/pharmaceutical market research report where evidence/.md and 报告附录 C must stay bidirectionally synchronized. Inherits L0 market-sizing-mece-foundation §evidence-driven pattern. v1.1 (2026-04-25):基于血液科 v2.5.2 复盘,新增 Iron Law 5(每条 PMID 必含 5 项元数据, 零裸数字)与 Iron Law 6(PMID 主题相关性核查,防关键词污染),配套 SOP Step 6/7/8 与失败模式 9/10。 v1.2 (2026-04-25):基于血液科 v2.5.3 复盘,新增 Iron Law 7(evidence/ 内部标注 vs PubMed 真实文献冲突时,信 PubMed 删 evidence/ 错误,禁止"保留 + 警告"妥协), 确立数据源信任优先级链(PubMed > 期刊官网 > NMPA > evidence 笔记 > LLM 推断), 配套 SOP Step 9(PMID 内外冲突核查)与失败模式 11(zombie warnings)。 PMID source of truth: pubmed-eutils.efetchabstracts() cache; do NOT use pubmed-search (Valyu, deprecated).
Quick start
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Use when finalizing market research report appendix C (参考文献清单) before delivery; Use when verifying evidence/ folder PMID coverage matches the report's reference list; Use when generating 附录 C / Appendix C from a populated evidence/ directory; Use when reviewing a delivered report for PMID 漏列 / 幻觉 / 等级缺失. Trigger keywords: 市场调研报告交付前 / 附录 C 生成 / 参考文献清单 / evidence 同步 / PMID 双向校验 / 文献附录核对. Library-agnostic — works for hematology IFI, respiratory ICU 真菌, oncology, cardiology, ICU sepsis, any evidence-driven medical/pharmaceutical market research report where evidence/*.md and 报告附录 C must stay bidirectionally synchronized. Inherits L0 market-sizing-mece-foundation §evidence-driven pattern. v1.1 (2026-04-25):基于血液科 v2.5.2 复盘,新增 Iron Law 5(每条 PMID 必含 5 项元数据, 零裸数字)与 Iron Law 6(PMID 主题相关性核查,防关键词污染),配套 SOP Step 6/7/8 与失败模式 #9/#10。 v1.2 (2026-04-25):基于血液科 v2.5.3 复盘,新增 Iron Law 7(evidence/ 内部标注 vs PubMed 真实文献冲突时,信 PubMed 删 evidence/ 错误,禁止"保留 + 警告"妥协), 确立数据源信任优先级链(PubMed > 期刊官网 > NMPA > evidence 笔记 > LLM 推断), 配套 SOP Step 9(PMID 内外冲突核查)与失败模式 #11(zombie warnings)。 PMID source of truth: `pubmed-eutils.efetch_abstracts()` cache; do NOT use `pubmed-search` (Valyu, deprecated).
About this listing
Category
Science & research
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.